High-Dimensional Single-Cell Multimodal Landscape of Human Carotid Atherosclerosis

被引:31
作者
Bashore, Alexander C. [2 ]
Yan, Hanying [3 ]
Xue, Chenyi [2 ]
Zhu, Lucie Y. [2 ]
Kim, Eunyoung [2 ]
Mawson, Thomas [2 ]
Coronel, Johana [2 ]
Chung, Allen [2 ]
Sachs, Nadja [6 ]
Ho, Sebastian [2 ]
Ross, Leila S. [2 ]
Kissner, Michael [4 ]
Passegue, Emmanuelle [4 ]
Bauer, Robert C. [2 ]
Maegdefessel, Lars [6 ,7 ,8 ]
Li, Mingyao [3 ]
Reilly, Muredach P. [1 ,2 ,5 ]
机构
[1] Columbia Univ, Vagelos Coll Phys & Surg, 622 W 168th St, New York, NY 10032 USA
[2] Columbia Univ, Vagelos Coll Phys & Surg, Dept Med, Div Cardiol, New York, NY 10032 USA
[3] Univ Penn, Perelman Sch Med, Dept Biostat Epidemiol & Informat, Philadelphia, PA USA
[4] Columbia Univ, Irving Med Ctr, Dept Genet & Dev, Columbia Stem Cell Initiat, New York, NY 10032 USA
[5] Columbia Univ, Irving Inst Clin & Translat Res, Irving Med Ctr, New York, NY 10032 USA
[6] Tech Univ Munich, Dept Vasc & Endovasc Surg, Munich, Germany
[7] German Ctr Cardiovasc Res, Partner Site Munich Heart Alliance, Munich, Germany
[8] Karolinska Inst, Dept Med, Stockholm, Sweden
基金
美国国家卫生研究院;
关键词
atherosclerosis; fibroblasts; macrophage; single-cell analysis; smooth muscle cell; SMOOTH-MUSCLE-CELLS; MACROPHAGE; DIFFERENTIATION; PROLIFERATION; HETEROGENEITY; ACCUMULATION; DISEASE;
D O I
10.1161/ATVBAHA.123.320524
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
BACKGROUND:Atherosclerotic plaques are complex tissues composed of a heterogeneous mixture of cells. However, our understanding of the comprehensive transcriptional and phenotypic landscape of the cells within these lesions is limited.METHODS:To characterize the landscape of human carotid atherosclerosis in greater detail, we combined cellular indexing of transcriptomes and epitopes by sequencing and single-cell RNA sequencing to classify all cell types within lesions (n=21; 13 symptomatic) to achieve a comprehensive multimodal understanding of the cellular identities of atherosclerosis and their association with clinical pathophysiology.RESULTS:We identified 25 cell populations, each with a unique multiomic signature, including macrophages, T cells, NK (natural killer) cells, mast cells, B cells, plasma cells, neutrophils, dendritic cells, endothelial cells, fibroblasts, and smooth muscle cells (SMCs). Among the macrophages, we identified 2 proinflammatory subsets enriched in IL-1B (interleukin-1B) or C1Q expression, 2 TREM2-positive foam cells (1 expressing inflammatory genes), and subpopulations with a proliferative gene signature and SMC-specific gene signature with fibrotic pathways upregulated. Further characterization revealed various subsets of SMCs and fibroblasts, including SMC-derived foam cells. These foamy SMCs were localized in the deep intima of coronary atherosclerotic lesions. Utilizing cellular indexing of transcriptomes and epitopes by sequencing data, we developed a flow cytometry panel, using cell surface proteins CD29, CD142, and CD90, to isolate SMC-derived cells from lesions. Lastly, we observed reduced proportions of efferocytotic macrophages, classically activated endothelial cells, and contractile and modulated SMC-derived cells, while inflammatory SMCs were enriched in plaques of clinically symptomatic versus asymptomatic patients.CONCLUSIONS:Our multimodal atlas of cell populations within atherosclerosis provides novel insights into the diversity, phenotype, location, isolation, and clinical relevance of the unique cellular composition of human carotid atherosclerosis. These findings facilitate both the mapping of cardiovascular disease susceptibility loci to specific cell types and the identification of novel molecular and cellular therapeutic targets for the treatment of the disease.
引用
收藏
页码:930 / 945
页数:16
相关论文
共 65 条
[1]   Stem Cell Pluripotency Genes Klf4 and Oct4 Regulate Complex SMC Phenotypic Changes Critical in Late-Stage Atherosclerotic Lesion Pathogenesis [J].
Alencar, Gabriel F. ;
Owsiany, Katherine M. ;
Karnewar, Santosh ;
Sukhavasi, Katyayani ;
Mocci, Giuseppe ;
Nguyen, Anh T. ;
Williams, Corey M. ;
Shamsuzzaman, Sohel ;
Mokry, Michal ;
Henderson, Christopher A. ;
Haskins, Ryan ;
Baylis, Richard A. ;
Finn, Aloke V. ;
McNamara, Coleen A. ;
Zunder, Eli R. ;
Venkata, Vamsidhar ;
Pasterkamp, Gerard ;
Bjorkegren, Johan ;
Bekiranov, Stefan ;
Owens, Gary K. .
CIRCULATION, 2020, 142 (21) :2045-2059
[2]   Contribution of Intimal Smooth Muscle Cells to Cholesterol Accumulation and Macrophage-Like Cells in Human Atherosclerosis [J].
Allahverdian, Sima ;
Chehroudi, Ali Cyrus ;
McManus, Bruce M. ;
Abraham, Thomas ;
Francis, Gordon A. .
CIRCULATION, 2014, 129 (15) :1551-1559
[3]   Discovery and systematic characterization of risk variants and genes for coronary artery disease in over a million participants [J].
Aragam, Krishna G. ;
Jiang, Tao ;
Goel, Anuj ;
Kanoni, Stavroula ;
Wolford, Brooke N. ;
Atri, Deepak S. ;
Weeks, Elle M. ;
Wang, Minxian ;
Hindy, George ;
Zhou, Wei ;
Grace, Christopher ;
Roselli, Carolina ;
Marston, Nicholas A. ;
Kamanu, Frederick K. ;
Surakka, Ida ;
Venegas, Loreto Munoz ;
Sherliker, Paul ;
Koyama, Satoshi ;
Ishigaki, Kazuyoshi ;
Asvold, Bjorn O. ;
Brown, Michael R. ;
Brumpton, Ben ;
de Vries, Paul S. ;
Giannakopoulou, Olga ;
Giardoglou, Panagiota ;
Gudbjartsson, Daniel F. ;
Gueldener, Ulrich ;
Haider, Syed M. Ijlal ;
Helgadottir, Anna ;
Ibrahim, Maysson ;
Kastrati, Adnan ;
Kessler, Thorsten ;
Kyriakou, Theodosios ;
Konopka, Tomasz ;
Li, Ling ;
Ma, Lijiang ;
Meitinger, Thomas ;
Mucha, Soeren ;
Munz, Matthias ;
Murgia, Federico ;
Nielsen, Jonas B. ;
Noethen, Markus M. ;
Pang, Shichao ;
Reinberger, Tobias ;
Schnitzler, Gavin ;
Smedley, Damian ;
Thorleifsson, Gudmar ;
von Scheidt, Moritz ;
Ulirsch, Jacob C. ;
Arnar, David O. .
NATURE GENETICS, 2022, 54 (12) :1803-1815
[4]   Mechanisms of Plaque Formation and Rupture [J].
Bentzon, Jacob Fog ;
Otsuka, Fumiyuki ;
Virmani, Renu ;
Falk, Erling .
CIRCULATION RESEARCH, 2014, 114 (12) :1852-1866
[5]   Roles and regulation of Thy-1, a context-dependent modulator of cell phenotype [J].
Bradley, James S. ;
Ramirez, Gustavo ;
Hagood, James S. .
BIOFACTORS, 2009, 35 (03) :258-265
[6]   Coronary risk factors and plaque morphology in men with coronary disease who died suddenly [J].
Burke, AP ;
Farb, A ;
Malcom, GT ;
Liang, YH ;
Smialek, J ;
Virmani, R .
NEW ENGLAND JOURNAL OF MEDICINE, 1997, 336 (18) :1276-1282
[7]   Endothelial-to-mesenchymal transition drives atherosclerosis progression [J].
Chen, Pei-Yu ;
Qin, Lingfeng ;
Baeyens, Nicolas ;
Li, Guangxin ;
Afolabi, Titilayo ;
Budatha, Madhusudhan ;
Tellides, George ;
Schwartz, Martin A. ;
Simons, Michael .
JOURNAL OF CLINICAL INVESTIGATION, 2015, 125 (12) :4514-4528
[8]   Smad3 regulates smooth muscle cell fate and mediates adverse remodeling and calcification of the atherosclerotic plaque [J].
Cheng, Paul ;
Wirka, Robert ;
Kim, Juyong Brian ;
Kim, Hyun-Jung ;
Nguyen, Trieu ;
Kundu, Ramendra ;
Zhao, Quanyi ;
Sharma, Disha ;
Pedroza, Albert ;
Nagao, Manabu ;
Iyer, Dharini ;
Fischbein, Michael ;
Quertermous, Thomas .
NATURE CARDIOVASCULAR RESEARCH, 2022, 1 (04) :322-+
[9]   ZEB2 Shapes the Epigenetic Landscape of Atherosclerosis [J].
Cheng, Paul ;
Wirka, Robert C. ;
Shoa Clarke, Lee ;
Zhao, Quanyi ;
Kundu, Ramendra ;
Nguyen, Trieu ;
Nair, Surag ;
Sharma, Disha ;
Kim, Hyun-jung ;
Shi, Huitong ;
Assimes, Themistocles ;
Brian Kim, Juyong ;
Kundaje, Anshul ;
Quertermous, Thomas .
CIRCULATION, 2022, 145 (06) :469-485
[10]   Senescent intimal foam cells are deleterious at all stages of atherosclerosis [J].
Childs, Bennett G. ;
Baker, Darren J. ;
Wijshake, Tobias ;
Conover, Cheryl A. ;
Campisi, Judith ;
van Deursen, Jan M. .
SCIENCE, 2016, 354 (6311) :472-477